{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp06_four_proposal_generalization60_20260803","cell_id":"catalytic_pathway_enablement__futurism_foresight","arm":"COMPLETE_PROPOSAL_PORTFOLIO","candidate_id":"cp-fs-signal-implication-kernel-001","proposal_index":1,"version":0,"title":"Signal-to-Implication Kernel for Water-Utility Foresight","problem":"A regional water utility's horizon-scanning analysts can collect an emerging-change signal, but converting each signal into a decision-ready implication for capital planners requires repeated reconstruction of provenance, time horizon, affected assets, uncertainty, scenario dependence, cross-impacts, and monitoring indicators. The transformation is permitted and feasible, yet signals can stall because analysts and operational reviewers renegotiate this evidentiary and interpretive interface case by case.","actors":["Horizon-scanning analysts who submit signal dossiers","Water-system operations and capital-planning specialists who review operational relevance","Risk and strategy committee members who receive decision-ready implication cards","A foresight-method steward who owns the reusable facilitator","Records and information-security staff who govern sensitive source material"],"observable_state":"Candidate state to verify: the signal register contains dossiers awaiting translation into planning implications; queue age and analyst touch time accumulate between signal intake and implication-card acceptance; reviewers repeatedly return dossiers for the same missing provenance, horizon, uncertainty, asset-exposure, or monitoring fields; and some completed cards require rework because claims, scenarios, and evidence are not clearly separated. The observable unit is one signal dossier moving from registered observation to accepted, rejected, or escalated implication card.","consequence":"Potentially relevant signals remain neither accepted nor rejected before planning checkpoints, while repeated formatting and interpretation work consumes attention that could be used for deeper scenario analysis. Simply admitting more signals may enlarge the queue, and accelerating poorly specified signals may create false certainty or overload capital-planning review.","affected_objective":"Provide timely, plural, traceable foresight inputs for adaptive water-system planning while preserving uncertainty, evidentiary standards, information protections, and the committee's authority over strategy and investment.","intervention":"Create a governed Signal-to-Implication Kernel: one versioned, reusable package containing a published intake contract, a prevalidated implication-card structure, validation rules, and an auditable workflow macro. Eligible signal dossiers invoke the kernel, which checks required evidence and uncertainty fields, instantiates scenario and cross-impact prompts, produces a draft implication card, validates its structure, releases it for bounded specialist review, and returns ready for the next dossier. Novel, sensitive, strategically contested, or poorly evidenced signals bypass the lane for full analysis. A live capacity view meters admissions against validator, reviewer, and downstream committee capacity. The steward periodically samples outputs, recalibrates rules, refreshes assumptions, and retires a kernel version that cannot recover acceptable selectivity.","structural_mapping":[{"archetype_element":"Target transformation specification","domain_realization":"Transform an eligible raw horizon-scan dossier into a traceable implication card containing the observation, provenance, affected planning question, relevant horizons, plural scenario implications, uncertainty, cross-impact prompts, and monitoring indicators; the card informs deliberation but does not authorize action."},{"archetype_element":"Activation barrier","domain_realization":"Every dossier currently may require bespoke reconstruction and negotiation of the same evidentiary, formatting, uncertainty, and operational-translation requirements."},{"archetype_element":"Reusable facilitator","domain_realization":"A maintained version of the Signal-to-Implication Kernel executes the same bounded transformation across multiple dossiers without becoming part of any output. Case evidence and substantive judgment remain inputs or cofactors rather than being attributed to the kernel."},{"archetype_element":"Facilitator–substrate interface","domain_realization":"A published contract requires a bounded observation, dated provenance, source-access classification, proposed horizon, strategic-question tag, stated uncertainties, and submitter ownership before a dossier can invoke the kernel."},{"archetype_element":"Permitted pathway boundary","domain_realization":"The lane may structure and translate observations but may not declare a forecast true, suppress plausible alternatives, waive evidence or security rules, rank investments, or issue operational policy."},{"archetype_element":"Selectivity rule","domain_realization":"Only dossiers satisfying the explicit readiness contract enter; ambiguous, sensitive, high-consequence, novel-format, or contested cases are rerouted to full analysis. Audits measure correct routing, unsupported assertions, lost uncertainty, rework, and downstream rejection as well as accepted cards."},{"archetype_element":"Turnover capacity model","domain_realization":"Capacity is expressed as validated implication cards per active kernel version per review period, alongside analyst touch time, validator cycle time, specialist exception time, queue depth, reroute rate, rework, and activity across successive batches."},{"archetype_element":"Saturation and interference monitoring","domain_realization":"The dashboard distinguishes intake saturation from degradation using arrival rate, queue age, validation failures, exception load, reviewer occupancy, downstream backlog, and changes in error or reroute patterns."},{"archetype_element":"Facilitator regeneration cycle","domain_realization":"After each batch, the steward releases completed cases, clears case-specific state, reviews sampled failures and exceptions, refreshes controlled vocabularies and assumptions when warranted, verifies test cases, and reauthorizes the version before reuse."},{"archetype_element":"Inhibition and poisoning controls","domain_realization":"Schema drift, inaccessible evidence, advocacy disguised as observation, strategic-question changes, sensitive data, reviewer conflicts, and excessive exception load are screened as conditions that can block or distort the kernel."},{"archetype_element":"Byproduct and downstream guardrail","domain_realization":"Unsupported causal claims, collapsed uncertainty, excluded outlier signals, template-shaped conformity, sensitive-data leakage, reviewer exhaustion, and a planning-review backlog trigger rerouting, load reduction, or deactivation."},{"archetype_element":"Equilibrium neutrality","domain_realization":"Producing a card changes the time and consistency of translation only; it does not change whether the signal is valid, whether a future is plausible, whether an adaptation is feasible, or who may authorize investment."},{"archetype_element":"Accountable steward","domain_realization":"The foresight-method steward owns eligibility transparency, version integrity, capacity limits, sampling, conflicts, regeneration, retirement, and incident response; strategy and investment authority remain with the designated committee."}],"mechanism_mapping":[{"mechanism_slug":"interface_contract_design","role":"Defines stable dossier preconditions, implication-card postconditions, protected invariants, exception routing, and version boundaries so the handoff is not renegotiated for each signal.","counterfactual_removal":"Without the contract, cases would continue consuming reviewer time to discover missing information and negotiate scope, so the recurring barrier would remain."},{"mechanism_slug":"prevalidated_transformation_template","role":"Carries forward the validated structure separating observation, evidence, uncertainty, scenarios, implications, and indicators while leaving case-specific fields open.","counterfactual_removal":"Without the template, each dossier would reconstruct the analytical structure and its acceptance logic, eliminating the intended reuse advantage."},{"mechanism_slug":"workflow_automation_or_macro","role":"Instantiates the template, runs structural and provenance checks, logs transformations, and routes validation failures without supplying substantive foresight judgment.","counterfactual_removal":"Without repeatable execution, the template would remain a passive checklist and marginal handling effort could still scale with avoidable copying, checking, and routing work."},{"mechanism_slug":"fast_track_with_eligibility_rules","role":"Admits only routine, prepared dossiers while preserving the same evidentiary and uncertainty requirements and returning doubtful cases to full analysis.","counterfactual_removal":"Without explicit eligibility and rerouting, the kernel could be saturated by incompatible cases or become a pretext for weaker review."},{"mechanism_slug":"embedded_specialist_review_lane","role":"Provides capped operational-relevance review and escalation for eligible drafts while protecting reviewer independence, workload, and coverage.","counterfactual_removal":"Without bounded specialist contact, outputs could remain formally complete but operationally meaningless; without caps, the reviewer could become the new bottleneck or rubber stamp."},{"mechanism_slug":"active_site_capacity_dashboard","role":"Displays live intake, queue age, validation failures, exception demand, reviewer availability, kernel degradation indicators, and downstream committee capacity.","counterfactual_removal":"Without joint capacity visibility, operators could mistake saturation for facilitator failure, admit more work into a growing queue, or shift the bottleneck downstream."},{"mechanism_slug":"catalyst_regeneration_protocol","role":"Clears case state, recalibrates rules, tests refreshed versions, reauthorizes recoverable versions, and retires versions whose selectivity or integrity cannot be restored.","counterfactual_removal":"Without regeneration and retirement, a stale kernel could continue rapidly structuring signals around obsolete planning assumptions."},{"mechanism_slug":"turnover_and_selectivity_assay","role":"Measures useful cards per kernel cycle together with reroutes, unsupported assertions, uncertainty loss, rework, downstream rejection, and performance across successive batches against the manual pathway.","counterfactual_removal":"Without the assay, faster handling, easier-case selection, added labor, or relaxed quality could be misattributed to catalytic reuse."},{"mechanism_slug":"small_safe_to_fail_probe","role":"Tests facilitator-on and facilitator-off transformations on a bounded, non-decisional set with precommitted quality, safety, and rollback criteria.","counterfactual_removal":"Without a contained counterfactual probe, the utility could operationalize the lane before learning whether it lowers the stated barrier or preserves selectivity."}],"causal_chain":["An eligible signal dossier arrives with the evidence, uncertainty, horizon, and strategic-question fields required by the published interface.","The reusable kernel validates the dossier before scarce specialist attention is engaged; incompatible or high-risk cases leave the catalytic path for full analysis.","For an admitted case, the kernel instantiates an already validated implication structure and performs repeated formatting, traceability, and consistency operations.","The operational specialist reviews a bounded set of substantive relevance questions instead of reconstructing the whole analytical interface.","A validated card is released to the ordinary planning-review process without changing its acceptance standard or decision authority.","Case-specific state is removed, the kernel returns to a ready state, and the same version can process another eligible dossier.","Queue, turnover, selectivity, degradation, reviewer load, and downstream load are observed together so inflow can be reduced before saturation or side-path growth.","Batch sampling and refresh restore the facilitator when recoverable; unresolved integrity, selectivity, security, or drift failures deactivate the version."],"baseline":"The credible baseline is the utility's case-by-case manual translation pathway: analysts assemble free-form dossiers, reviewers request missing context through successive exchanges, and implication cards are produced using ordinary review and authorization standards. Comparison must hold case mix, substantive standards, available analyst time, reviewer access, and downstream decision rights constant while measuring elapsed time, touch time, accepted outputs, reroutes, rework, unsupported assertions, uncertainty preservation, security incidents, and downstream backlog.","nearest_rivals":["Add foresight analysts or operational reviewers: this expands bulk capacity but does not establish a reusable barrier-lowering cycle and may leave repeated reconstruction intact.","Use a generic horizon-scanning database or intake form: this may organize observations but does not necessarily transform each eligible dossier through a validated, selective, regenerating pathway.","Conduct a full scenario workshop for every signal: this supplies deep case-specific effort rather than reusing a bounded facilitator and may be disproportionate for routine dossiers.","Batch and prioritize the existing backlog: this changes scheduling and selection but does not lower the repeated translation barrier.","Relax evidence or review requirements: this may shorten processing by changing the substantive standard, which is outside the permitted pathway."],"remaining_contrastive_claim":"The proposal's testable contrast is that a maintained kernel can repeatedly lower the same dossier-to-implication translation burden while preserving evidence, uncertainty, security, and decision standards, and can be released and restored across successive cases. If any apparent improvement instead requires proportional additional expert labor, easier-case selection, weaker standards, or continuous case-specific redesign of the kernel, the catalytic interpretation does not survive.","authority_safety":{"decision_authority":"The foresight director may authorize and stop a non-decisional probe. The foresight-method steward may administer eligibility, capacity, sampling, versioning, and rerouting within the approved protocol. Operations specialists judge operational relevance. Only the existing risk and strategy committee retains authority over planning conclusions, investments, policy, and operational changes.","authorized_first_step":"Run a shadow comparison on a bounded set of 24 redacted, previously completed signal dossiers, stratified by topic and prior complexity. Have analysts process matched cases with the kernel and the documented manual baseline under fixed time and access conditions; use reviewers who do not know which pathway produced each card to score predeclared quality and uncertainty criteria. No probe output enters a live planning decision.","excluded_actions":["Using probe outputs to approve, reject, rank, fund, or operationalize an adaptation","Lowering evidentiary, information-security, records, procurement, safety, or decision standards","Automatically excluding a signal solely because it does not fit the template","Expanding eligibility, case volume, data access, or organizational deployment beyond the bounded probe","Publishing sensitive source material or individual reviewer-performance data","Allowing the kernel or its steward to make forecasts, strategy, or investment decisions"],"halt_rollback":"Stop the probe on sensitive-data exposure, an unsupported assertion surviving validation, systematic loss of stated uncertainty, evidence of reviewer coercion or conflict, inability to reproduce the audit trail, or breach of the precommitted quality envelope. Quarantine generated cards, revoke the test kernel version, preserve incident logs under existing records rules, and return all live work to the manual pathway. Restart requires documented cause removal, repaired test cases, and fresh authorization."},"negative_tests":{"strongest_counterevidence":"A time-and-motion audit shows that dossiers are translated promptly and that delay occurs mainly because the planning committee lacks meeting capacity, decision authority, budget, or appetite for action. In that state, the proposed kernel would accelerate output into a downstream constraint rather than lower the system's rate-limiting barrier.","problem_falsifier":"The problem is falsified if sampled dossiers do not exhibit a recurring translation barrier, missing-field and rework patterns are not materially similar across cases, or most waiting time occurs before signal collection or after an accepted implication card reaches the committee.","intervention_falsifier":"The intervention is falsified if, under matched conditions, it does not reduce the targeted translation cycle or analyst touch burden; requires case-proportional redesign or additional expert labor; loses uncertainty or provenance; increases unsupported assertions, reroutes, rework, exclusion of atypical signals, security risk, reviewer strain, or downstream backlog beyond the precommitted envelope; or cannot return to a verified ready state across successive batches.","risks":["Template structure may privilege familiar drivers and suppress genuinely novel or cross-boundary signals.","Submitters may game readiness fields or overstate evidence to enter the faster lane.","Consistent formatting may be mistaken for confidence, plausibility, or consensus.","Automation may propagate a schema or logic defect across many dossiers before detection.","Eligibility rules may systematically exclude teams with less preparation support or signals expressed in nonstandard forms.","Sensitive commercial, infrastructure, or personal information may leak through generated cards or logs.","The operational specialist may become overused, captured by a preferred narrative, or a single point of failure.","Acceleration may create a larger backlog for the risk and strategy committee.","Frequent refresh may destabilize comparability, while infrequent refresh may preserve obsolete assumptions.","Metrics may reward accepted cards and hide valuable rejections, escalations, or unresolved uncertainty."]},"next_evidence_step":"Before processing the 24 dossiers, freeze the kernel version, manual baseline procedure, case stratification, reviewer rubric, security rules, and pass, halt, and retirement criteria. Record per-case elapsed time, analyst and specialist touch time, validation failures, reroutes, accepted and rejected cards, provenance defects, unsupported assertions, uncertainty preservation, rework, and reviewer disagreement. Examine results by pathway and across successive six-case batches to detect both immediate barrier reduction and activity degradation; treat the probe as evidence only for this bounded transformation and case mix.","prior_art_status":"UNSEARCHED","diversity_from_prior_proposals":"Not assessed; this sealed task contains one proposal, and no other proposal was considered.","revision_record":{"parent_version":null,"progress_targets_addressed":[],"conceptual_changes":[],"operational_changes":[],"evidence_changes":[],"claim_changes":[]}}